Department of Pathogen Biology, School of Basic Medicine, Weifang Medical University, Weifang, China.
School of Medical Laboratory, Key Laboratory of Clinical Laboratory Diagnostics in Universities of Shandong, Weifang Medical University, Weifang, China.
J Cell Mol Med. 2022 May;26(10):2935-2946. doi: 10.1111/jcmm.17307. Epub 2022 Apr 7.
The aim of this study was to identify potential biomarkers of TB in blood and determine their function in Mtb-infected macrophages. First of all, WGCNA was used to analyse 9451 genes with significant changes in TB patients' whole blood. The 220 interferon-γ-related genes were identified, and then 30 key genes were screened using Cytoscape. Then, the AUC values of key genes were calculated to further narrow the gene range. Finally, we identified 9 genes from GSE19444. ROC analysis showed that SAMD9L, among 9 genes, had a high diagnostic value (AUC = 0.925) and a differential diagnostic value (AUC>0.865). To further narrow down the range of DEGs, the top 10 hub-connecting genes were screened from monocytes (GSE19443). Finally, we obtained 4 genes (SAMD9L, GBP1, GBP5 and STAT1) by intersections of genes from monocytes and whole blood. Among them, it was found that the function of SAMD9L was unknown after data review, so this paper studied this gene. Our results showed that SAMD9L is up-regulated and suppresses cell necrosis, and might be regulated by TLR2 and HIF-1α during Mtb infection. In addition, miR-181b-5p is significantly up-regulated in the peripheral blood plasma of tuberculosis patients, which has a high diagnostic value (AUC = 0.969).
本研究旨在鉴定血液中潜在的结核病生物标志物,并确定其在感染 Mtb 的巨噬细胞中的功能。首先,使用 WGCNA 分析了 9451 个在结核病患者全血中发生显著变化的基因。鉴定出 220 个与干扰素-γ相关的基因,然后使用 Cytoscape 筛选出 30 个关键基因。接着,计算关键基因的 AUC 值,进一步缩小基因范围。最后,从 GSE19444 中鉴定出 9 个基因。ROC 分析显示,9 个基因中的 SAMD9L 具有较高的诊断价值(AUC=0.925)和鉴别诊断价值(AUC>0.865)。为了进一步缩小 DEGs 的范围,从单核细胞(GSE19443)中筛选出前 10 个hub 连接基因。最后,通过单核细胞和全血基因的交集,获得 4 个基因(SAMD9L、GBP1、GBP5 和 STAT1)。其中,经数据回顾发现 SAMD9L 的功能未知,因此本文对该基因进行了研究。我们的结果表明,SAMD9L 上调并抑制细胞坏死,并且在 Mtb 感染期间可能受 TLR2 和 HIF-1α 调控。此外,miR-181b-5p 在结核病患者的外周血血浆中显著上调,具有较高的诊断价值(AUC=0.969)。